作者位次 #5/7ICML 2026Poster· General Machine Learning / Everything Else
The Mechanistic Emergence of Symbol Grounding in Language Models
Shuyu Wu · Ziqiao Ma · Xiaoxi Luo · Yidong Huang · Josue Torres-Fonseca · Freda Shi · Joyce Chai
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Shuyu Wu · Ziqiao Ma · Xiaoxi Luo · Yidong Huang · Josue Torres-Fonseca · Freda Shi · Joyce Chai
Josue Torres-Fonseca · Naihao Deng · Yinpei Dai · Shane Storks · Yichi Zhang · Rada Mihalcea · Casey Kennington · Joyce Chai
Multimodal Large Language Models (MLLMs) are increasingly adopted as autonomous agents in interactive environments, yet their ability to proactively address safety hazards remains insufficient. We introduce SafetyALFRED, built upon the embodied agent benchmark ALFRED, augmented with six categorie...